Rule-based deep learning method for prognosis of neonatal hypoxic-ischemic encephalopathy by using susceptibility weighted image analysis.
Zhen TangSasan MahmoodiDi MengAngela DarekarBrigitte VollmerPublished in: Magma (New York, N.Y.) (2024)
Such regions that are important in the classification accuracy can interpret the relationship between the brain regions affected by hypoxic-ischemic and neurodevelopmental outcomes of infants with HIE at the age of 2 years.
Keyphrases
- deep learning
- machine learning
- artificial intelligence
- convolutional neural network
- magnetic resonance
- resting state
- early onset
- white matter
- contrast enhanced
- network analysis
- magnetic resonance imaging
- functional connectivity
- multiple sclerosis
- adipose tissue
- type diabetes
- skeletal muscle
- insulin resistance
- congenital heart disease
- brain injury